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Course Outline

Foundations of Lightweight LLMs

  • Exploring compact model architectures
  • Tracing the development of resource-optimized AI
  • The significance of lightweight models in enterprise contexts

Deep Dive into Nano Banana

  • Core functionalities and architectural design
  • Understanding model strengths and constraints
  • Distinguishing Nano Banana from conventional LLMs

Deployment Strategies and Scenarios

  • Advantages of on-device execution
  • Comparing local versus cloud-based inference
  • Choosing the optimal deployment pathway

Industry-Specific Applications

  • Streamlining internal automation and knowledge support
  • Implementing customer-interfacing solutions
  • Addressing operational and compliance requirements

Integration Essentials

  • Reviewing system prerequisites
  • Considerations for workflow and process integration
  • Introduction to APIs and supporting toolchains

Optimizing Costs and Performance

  • Leveraging compact models to lower inference expenses
  • Striking a balance between output quality and resource usage
  • Planning for future scalability

Governance, Security, and Risk

  • Safeguarding on-device execution environments
  • Navigating data boundaries and security controls
  • Ensuring compliance with corporate standards and policies

Organizational Readiness

  • Developing internal skills and preparation
  • Validating business impact via pilot initiatives
  • Establishing the basis for organization-wide implementation

Wrap-up and Future Directions

Requirements

  • Basic proficiency in general IT principles
  • Working knowledge of standard software utilities
  • Exposure to data-centric business processes

Target Audience

  • IT departments incorporating AI capabilities into their stack
  • Business stakeholders interested in applying AI for practical tasks
  • Technology leaders assessing strategies for on-device LLM adoption
 7 Hours

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